{"id":"W4229655162","doi":"10.1515/iupac.84.1149","title":"Signal Transduction","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; Immune system; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006982495,0.0005748125,0.0008478195,0.0003670775,0.0003600387,0.00002235082,0.0005926276,0.001665478,0.05776915],"category_scores_gemma":[0.0002945947,0.0004335765,0.0003392304,0.0001565256,0.0007122376,0.0001213315,0.0001149658,0.001158312,0.0001020695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859198,"about_ca_system_score_gemma":0.0009319914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006742914,"about_ca_topic_score_gemma":0.00009528929,"domain_scores_codex":[0.9972766,0.0006270841,0.0006442629,0.0005946836,0.0001508946,0.0007064517],"domain_scores_gemma":[0.9982936,0.0002607705,0.0003096449,0.0007873804,0.0003149364,0.00003368167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002255821,0.0003708449,0.000002181091,0.00005637091,0.0006077512,0.00003233659,0.00001873776,2.450264e-7,0.02385418,0.000008804551,0.9645209,0.008271873],"study_design_scores_gemma":[0.002243615,0.0007233182,0.00005285469,0.0002412474,0.0002540462,0.0002818063,0.00003098009,3.921654e-8,0.01404318,0.00006383265,0.9815409,0.000524246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007628876,0.01152868,0.0001242683,0.0006273595,0.003711678,0.0003735326,0.9827123,0.0001214878,0.00003781369],"genre_scores_gemma":[0.0003138006,0.002213922,0.000004795846,0.0002587701,0.0003036206,0.00003842846,0.9915329,0.00004086498,0.005292964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05766708,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133924887898146,"score_gpt":0.356753374375816,"score_spread":0.3454141254968345,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}